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webis-de / small-text

Active Learning for Text Classification in Python

https://small-text.readthedocs.io/

MIT License

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Example notebook not working

#69 1nuno closed 3 hours ago
5
Rework query strategy documentation

#68 chschroeder opened 1 month ago
0
Add LSTMClassifier

#67 chschroeder opened 1 month ago
0
ValueError: high is out of bounds for int32

#66 XNarno closed 3 months ago
3
Add links to bibliography

#65 pdhall99 closed 4 months ago
1
Active Learning with SetFit

#64 savasy closed 4 months ago
3
Use of large custom transformer model

#63 Adaickalavan opened 6 months ago
1
Low values in pytorch integration

#62 Chirilla closed 4 months ago
6
'SequenceClassifierOutput' object has no attribute 'softmax'

#61 Haoyoudoing closed 3 months ago
9
Link to the respective publication in the bibliography

#60 chschroeder closed 4 months ago
0
Improve README.md

#59 chschroeder opened 8 months ago
0
EGL throws error

#58 emilysilcock closed 6 months ago
4
Unify the classifiers' initialize() methods

#57 chschroeder closed 6 months ago
0
Additional options for Discriminative Active Learning

#56 emilysilcock closed 6 months ago
10
Update setfit version (>1.0.0)

#55 chschroeder opened 9 months ago
0
When using EmbeddingBasedQueryStrategy with some transformers, model has an unsupported input `token_type_ids` when creating embeddings.

#54 LunaRaeW opened 10 months ago
1
Device-side assertion not passed when training on cuda device and when there are added tokens to the tokenizer

#53 LunaRaeW opened 10 months ago
2
Fix Stabilizing Predictions

#52 vmanc closed 11 months ago
1
Update Predicted Change in F-Measure

#51 zakih2 closed 11 months ago
3
Batch size in greedy coreset batching is different than expected

#50 chschroeder closed 1 year ago
0
Add ActivePETs query strategy

#49 chschroeder opened 1 year ago
1
Inconsistency: TransformerBaseClassification.embed() returns np.float32 while SetFitClassification returns np.float64

#48 chschroeder opened 1 year ago
0
Cloning a nested DatasetsViews raises an AttributeError

#47 chschroeder opened 1 year ago
0
Make more SetFitClassification parameters configurable

#46 chschroeder opened 1 year ago
0
Add auto mixed precision flag to Pytorch-based Classifiers

#45 chschroeder closed 9 months ago
0
Add support for distance metrics in lightweight coreset

#44 RaghavPrabhakar66 closed 1 year ago
0
LightweightCoreset should allow for other distance metrics

#43 chschroeder closed 9 months ago
0
Add batch_size to lightweight_coreset function

#42 RaghavPrabhakar66 closed 1 year ago
2
Update README.md

#41 SaketKaswa20 closed 1 year ago
0
TransformerBasedClassification: validations_per_epoch > 2 leaves the model in eval mode

#40 chschroeder closed 1 year ago
0
Class weighting causes nan values in loss

#39 chschroeder closed 1 year ago
0
Issue 36 fix

#38 JP-SystemsX closed 1 year ago
2
Bugfixes of Issue #36

#37 JP-SystemsX closed 1 year ago
4
Question: Regarding potential bottleneck during training of Classifiers

#36 JP-SystemsX closed 1 year ago
18
Dataset cloning wraps the label

#35 chschroeder closed 1 year ago
0
Add query strategy: QueryByCommittee

#34 chschroeder opened 1 year ago
0
Provide animated GIF showing an active learning experiment

#33 chschroeder closed 1 year ago
2
Separate query functions from query strategy classes

#32 chschroeder opened 1 year ago
0
Provide an example of how to construct datasets without labels

#31 chschroeder closed 1 year ago
1
Using active learning on already trained model

#30 etiennekintzler closed 1 year ago
3
Throwing away stale data

#29 vahuja4 closed 1 year ago
1
Query by committee-of-committees

#28 vahuja4 closed 1 year ago
1
How does an active learning loop work in real life?

#27 vahuja4 closed 1 year ago
1
Fix typo in readme

#26 rmitsch closed 1 year ago
1
Getting error 'RuntimeError: expected scalar type Long but found Int' while running the starting code

#25 Nim248 closed 1 year ago
5
Query strategy that includes selecting high/medium certainty examples

#24 MoritzLaurer closed 1 year ago
7
LightweightCoreset should be batched

#23 chschroeder closed 1 year ago
1
small-text for named entity recognition model

#22 glahoti6 closed 2 years ago
1
FileNotFoundError: [Errno 2] No such file or directory: '0-b0'

#21 chschroeder closed 2 years ago
1
What are the best query strategies to use as a baseline approach?

#20 renebidart closed 2 years ago
2